A Self-Interpretable Soft Sensor Based on Deep Learning and Multiple Attention Mechanism: From Data Selection to Sensor Modeling. - Runyuan Guo; Han Liu 007; Guo Xie; Youmin Zhang 001; Ding Liu (IEEE Trans. Ind. Informatics, 2023)

Knowledge-Aided Generative Adversarial Network: A Transfer Gradient-Less Adversarial Attack for Deep Learning-Based Soft Sensors. - Runyuan Guo; Qingyuan Chen; Shuo Tong; Han Liu 007 (ASCC, 2024)

Weakly Supervised Exaggeration Transfer for Caricature Generation With Cross-Modal Knowledge Distillation. - Shuo Tong; Han Liu 007; Yuxin He; Chenxiao Du; Wenqing Wang 001; Runyuan Guo; Jingyun Liu (IEEE Computer Graphics and Applications, 2024)

When Deep Learning-Based Soft Sensors Encounter Reliability Challenges: A Practical Knowledge-Guided Adversarial Attack and Its Defense. - Runyuan Guo; Han Liu 007; Ding Liu (IEEE Trans. Ind. Informatics, 2024)

Adversarial Robustness Enhancement for Deep Learning-Based Soft Sensors: An Adversarial Training Strategy Using Historical Gradients and Domain Adaptation. - Runyuan Guo; Qingyuan Chen; Han Liu 007; Wenqing Wang 001 (Sensors, 2024)

ODNet: A High Real-Time Network Using Orthogonal Decomposition for Few-Shot Strip Steel Surface Defect Classification. - He Zhang; Han Liu 007; Runyuan Guo; Lili Liang; Qing Liu; Wenlu Ma (Sensors, 2024)

Dual Feature-Integration Network for Faster and More Pragmatic Few-Shot Strip Steel Surface Defect Classification. - He Zhang; Han Liu 007; Runyuan Guo; Chengyang Zheng; Qing Liu; Lili Liang; Wenlu Ma; Ding Liu; Youmin Zhang 001 (IEEE Trans. Instrum. Meas., 2025)

A Soft Sensor Method with Uncertainty-Awareness and Self-Explanation Based on Large Language Models Enhanced by Domain Knowledge Retrieval. - Shuo Tong; Han Liu 007; Runyuan Guo; Wenqing Wang 001; Xueqiong Tian; Lingyun Wei; Lin Zhang; Huayong Wu; Ding Liu; Youmin Zhang 001 (CoRR, 2025)

A Text-Based Knowledge-Embedded Soft Sensing Modeling Approach for General Industrial Process Tasks Based on Large Language Model. - Shuo Tong; Han Liu 007; Runyuan Guo; Xueqiong Tian; Wenqing Wang 001; Ding Liu; Youmin Zhang 001 (CoRR, 2025)

Context-Aware Enhanced Virtual Try-On Network with fabric adaptive registration. - Shuo Tong; Han Liu 007; Runyuan Guo; Wenqing Wang 001; Ding Liu (Vis. Comput., 2025)